Chengsong Huang

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authored a paper 12 days ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 50

authored a paper about 1 month ago

VisPlay: Self-Evolving Vision-Language Models from Images

Paper • 2511.15661 • Published Nov 19, 2025 • 42

authored 2 papers 4 months ago

Parallel-R1: Towards Parallel Thinking via Reinforcement Learning

Paper • 2509.07980 • Published Sep 9, 2025 • 101

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

authored a paper 5 months ago

R-Zero: Self-Evolving Reasoning LLM from Zero Data

Paper • 2508.05004 • Published Aug 7, 2025 • 129

authored a paper 7 months ago

POSS: Position Specialist Generates Better Draft for Speculative Decoding

Paper • 2506.03566 • Published Jun 4, 2025 • 6

authored a paper 9 months ago

CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation

Paper • 2504.00043 • Published Mar 30, 2025 • 9

authored 4 papers 10 months ago

On Grounded Planning for Embodied Tasks with Language Models

Paper • 2209.00465 • Published Aug 29, 2022 • 1

Optimizing Language Model's Reasoning Abilities with Weak Supervision

Paper • 2405.04086 • Published May 7, 2024 • 2

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning

Paper • 2410.10074 • Published Oct 14, 2024 • 1

Efficient Test-Time Scaling via Self-Calibration

Paper • 2503.00031 • Published Feb 25, 2025 • 15

authored a paper over 2 years ago

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition

Paper • 2307.13269 • Published Jul 25, 2023 • 33